Os06g0531900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os06g0531900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipolytic enzyme, G-D-S-L family protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
| deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 378.63 | 0.914 | 8.13 | -7.68 | 0.754 | 3.42 | -0.133 | -3.8 | -1.92 | 4.18 | 25.45 | 1356 | -- | -- |
| 383.59 | 0.912 | 8.03 | -6.64 | 0.747 | 3.04 | -0.229 | -- | -1.72 | 4.08 | 25.34 | 1351 | -- | -- |
| 378.3 | 0.906 | 8.12 | -7.61 | 0.718 | 3.46 | -- | -3.68 | -1.91 | 4.41 | 25.41 | 1319 | -- | -- |
| 383.62 | 0.912 | 8.01 | -6.65 | 0.737 | 3.05 | -- | -- | -1.68 | 4.17 | 25.38 | 1351 | -- | -- |
| 402.91 | 0.935 | 8.15 | -7.61 | -- | 3.7 | -- | -3.57 | -1.99 | -- | 24.93 | 1286 | -- | -- |
| 764.62 | 1.3 | 7.94 | -5.61 | 1.11 | -- | 0.461 | -- | -1.37 | 3.42 | -- | -- | -- | -- |
| 765.29 | 1.3 | 7.94 | -5.62 | 1.11 | -- | -- | -- | -1.37 | 3.44 | -- | -- | -- | -- |
| 408.86 | 0.942 | 8 | -6.65 | -- | 3.29 | -- | -- | -1.71 | -- | 25.22 | 1287 | -- | -- |
| 1456.79 | 1.78 | 7.67 | -- | 1.02 | 2.53 | -- | -- | -0.315 | 4.24 | 30.4 | 1797 | -- | -- |
| 834.45 | 1.35 | 7.94 | -5.57 | -- | -- | -- | -- | -1.34 | -- | -- | -- | -- | -- |
| 1597.16 | 1.87 | 7.8 | -- | 0.999 | -- | -- | -- | -0.746 | 3.46 | -- | -- | -- | -- |
| 1478.26 | 1.79 | 7.71 | -- | -- | 1.83 | -- | -- | -0.314 | -- | 30.13 | 1285 | -- | -- |
| 1653.19 | 1.9 | 7.8 | -- | -- | -- | -- | -- | -0.725 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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Local optima within top1000 grid-points
| rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 379.63 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 10 |
| 3 | 379.92 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 22 |
| 5 | 380.01 | temperature | 25 | 1440 | > th | dose dependent | sin | 19 | NA |
| 32 | 381.32 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 13 |
| 47 | 381.70 | temperature | 25 | 1440 | > th | dose dependent | rect. | 8 | 17 |
| 68 | 381.92 | temperature | 25 | 1440 | > th | dose dependent | rect. | 24 | 21 |
| 148 | 382.62 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
| 153 | 382.68 | temperature | 25 | 1440 | > th | dose dependent | rect. | 20 | 23 |
| 171 | 383.49 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 23 |
| 177 | 383.75 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 4 |
| 187 | 384.02 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 23 |
| 196 | 384.30 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
| 256 | 387.24 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 1 |
| 338 | 395.40 | temperature | 25 | 14400 | > th | dose dependent | rect. | 17 | 3 |
| 343 | 396.18 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 2 |
| 344 | 396.35 | temperature | 25 | 14400 | > th | dose dependent | rect. | 16 | 6 |
| 349 | 396.70 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 2 |
| 360 | 397.43 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 13 |
| 361 | 397.43 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 15 |
| 364 | 397.46 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 11 |
| 365 | 397.46 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 17 |
| 367 | 397.48 | temperature | 30 | 14400 | < th | dose independent | rect. | 14 | 5 |
| 375 | 397.58 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 2 |
| 376 | 397.59 | temperature | 30 | 14400 | > th | dose independent | rect. | 14 | 5 |
| 412 | 398.44 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 432 | 398.73 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 10 |
| 437 | 399.08 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 2 |
| 452 | 399.59 | temperature | 25 | 14400 | > th | dose dependent | rect. | 16 | 13 |
| 456 | 399.66 | wind | 5 | 43200 | < th | dose independent | rect. | 5 | 10 |
| 485 | 400.32 | temperature | 30 | 14400 | < th | dose independent | sin | 14 | NA |
| 486 | 400.32 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 1 |
| 503 | 400.49 | temperature | 30 | 14400 | > th | dose independent | sin | 14 | NA |
| 523 | 401.18 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 3 |
| 528 | 401.36 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 1 |
| 532 | 401.49 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 1 |
| 534 | 401.59 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 4 |
| 556 | 401.87 | temperature | 25 | 14400 | > th | dose dependent | sin | 14 | NA |
| 577 | 402.17 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 3 |
| 604 | 402.76 | temperature | 25 | 4320 | > th | dose dependent | rect. | 9 | 1 |
| 608 | 402.83 | temperature | 25 | 4320 | > th | dose independent | rect. | 6 | 4 |
| 650 | 403.54 | wind | 5 | 43200 | < th | dose independent | sin | 4 | NA |
| 683 | 404.11 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 11 |
| 695 | 404.56 | wind | 5 | 43200 | > th | dose independent | sin | 3 | NA |
| 760 | 405.35 | temperature | 30 | 14400 | < th | dose independent | rect. | 18 | 23 |
| 778 | 405.73 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 7 |
| 781 | 405.82 | wind | 3 | 43200 | > th | dose dependent | rect. | 5 | 9 |
| 797 | 405.92 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 800 | 405.96 | temperature | 30 | 14400 | < th | dose independent | rect. | 23 | 18 |
| 807 | 405.98 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 11 |
| 808 | 405.98 | temperature | 30 | 14400 | < th | dose independent | rect. | 2 | 15 |
| 819 | 406.07 | temperature | 30 | 14400 | > th | dose independent | rect. | 18 | 23 |
| 835 | 406.32 | wind | 5 | 43200 | < th | dose independent | rect. | 20 | 20 |
| 850 | 406.52 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 21 |
| 851 | 406.52 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 23 |
| 852 | 406.53 | temperature | 30 | 14400 | < th | dose independent | rect. | 6 | 19 |
| 857 | 406.53 | temperature | 30 | 14400 | < th | dose independent | rect. | 23 | 21 |
| 871 | 406.54 | temperature | 30 | 14400 | < th | dose independent | rect. | 2 | 23 |
| 872 | 406.54 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 23 |
| 876 | 406.55 | temperature | 30 | 14400 | < th | dose independent | no | NA | NA |
| 888 | 406.55 | temperature | 30 | 14400 | < th | dose independent | rect. | 4 | 21 |
| 962 | 406.70 | wind | 5 | 43200 | > th | dose independent | rect. | 20 | 20 |
| 978 | 407.03 | temperature | 30 | 14400 | > th | dose independent | no | NA | NA |